Hey

I'm Kobe Guo.

I'm a Computer Science graduate from Vanderbilt University aiming to use the knowledge I have learned from coursework and self-study to help your company achieve its goals.
Here's a bit more about me.

Here are some of my projects

  • Universal Lesion Segmentation Challenge 2023

    Python, TensorFlow, Keras

    As part of my senior project, I collaborated with a multidisciplinary team to develop and evaluate machine learning models for medical image segmentation. Focusing on bone datasets sourced from hospital data, we implemented and fine-tuned advanced models, achieving a Dice score of 0.87. Our work contributed to the broader understanding of effective algorithms in medical imaging, with documented results that highlight the project’s technical accomplishments.

  • Twitter Clone

    Next.js (React), JavaScript, Firebase, Redux, Tailwind CSS

    Built a Twitter-like real-time social media app using Next.js and React for front-end, and Firebase for back-end services like user authentication and real-time data updates. Leveraged Redux for predictable state management and Tailwind CSS for responsive UI, ensuring a robust, secure, and user-friendly application.

  • Feralands 2D Action RPG

    Gamemaker Studio, GML

    Feralands is a 2D action RPG developed using GameMaker Language (GML), a language combining elements of C++, C#, and JavaScript. This project involved designing comprehensive game mechanics, including character movement, a nuanced combat system, an interactive inventory system, and an efficient game state management system.

  • TikTok Video Scraper

    Python, BeautifulSoup, Selenium

    Developed a comprehensive TikTok video scraper using Selenium and BeautifulSoup to download all of a user's videos without watermarks. Utilized advanced web scraping techniques, including parsing HTML elements and attributes, to extract and access video links for downloading.

  • Touchdown Wings Website

    React.js, JavaScript, Bootstrap

    The Touchdown Wings Website is a user-centric platform built with React.js, JavaScript, and Bootstrap, showcasing a local restaurant's menu. It attracts over 1,000 monthly visitors.

  • Web Scraper

    Python - BeautifulSoup Library

    A program that uses Python to access data from timesjobs.com to display job listings and job details in an orderly and organized manner. It was developed using the BeautifulSoup library in Python to analyze the HTML elements of the website.

  • E-Portfolio

    Html, CSS, JavaScript

    Designed, developed, and hosted my own e-portfolio using HTML5, CSS3 and JavaScript. Implemented responsive and multi-platform support to ensure optimal viewing on any device